30 citations · 198 across the 64 of their papers we have counts for
18 papers · 1 filter
Model-Free Change Point Detection for Mixing Processes
Hao Chen, Abhishek Gupta, Yin Sun +1
This paper considers the change point detection problem under dependent samples. In particular, we provide performance guarantees for the MMD-CUSUM test under exponentially , $β…
Optimal Edge Caching For Individualized Demand Dynamics
Guocong Quan, Atilla Eryilmaz, Ness Shroff
The ever-growing end user data demands, and the simultaneous reductions in memory costs are fueling edge-caching deployments. Caching at the edge is substantially different from th…
Sampling for Remote Estimation of the Wiener Process over an Unreliable Channel
Jiayu Pan, Yin Sun, Ness B. Shroff
In this paper, we study a sampling problem where a source takes samples from a Wiener process and transmits them through a wireless channel to a remote estimator. Due to channel fa…
Hoeffding's Inequality for Markov Chains under Generalized Concentrability Condition
Hao Chen, Abhishek Gupta, Yin Sun +1
This paper studies Hoeffding's inequality for Markov chains under the generalized concentrability condition defined via integral probability metric (IPM). The generalized concentra…
Near Delay-Optimal Scheduling of Batch Jobs in Multi-Server Systems
Yin Sun, C. Emre Koksal, Ness B. Shroff
We study a class of scheduling problems, where each job is divided into a batch of unit-size tasks and these tasks can be executed in parallel on multiple servers with New-Better-t…
Energy-Efficient Deadline-Aware Edge Computing: Bandit Learning with Partial Observations in Multi-Channel Systems
Babak Badnava, Keenan Roach, Kenny Cheung +2
In this paper, we consider a task offloading problem in a multi-access edge computing (MEC) network, in which edge users can either use their local processing unit to compute their…